{"id":"W7133270074","doi":"","title":"Science response: stock status update of 4VWX herring","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Herring; Atlantic herring; Stock (firearms); Fishing; Fisheries science; Fisheries management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004401592,0.0005153769,0.0005085287,0.004171492,0.001653874,0.002104043,0.001741521,0.003698976,0.04003863],"category_scores_gemma":[0.0148888,0.0003778978,0.0006436939,0.002545825,0.0003998375,0.001012294,0.001546294,0.001651182,0.02994225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005897135,"about_ca_system_score_gemma":0.02075797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.295723,"about_ca_topic_score_gemma":0.339224,"domain_scores_codex":[0.9936826,0.0003495975,0.0003959398,0.0002220097,0.004809889,0.0005399936],"domain_scores_gemma":[0.9619387,0.001526884,0.001602433,0.0009006683,0.03277764,0.001253685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000555382,0.00003745734,0.002174991,0.0001555185,0.000007505211,0.00008948187,0.000064345,0.00009361267,0.0003920387,0.0002985307,0.9799941,0.01663691],"study_design_scores_gemma":[0.00002212494,0.00004332791,0.01012306,0.0001271602,0.000009184761,0.0000306475,0.0001878193,0.0001367202,0.0004621723,0.0001759021,0.9886593,0.00002260678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02107976,0.003702906,0.002885642,0.1494292,0.04035708,0.003878806,0.2883523,0.005553114,0.4847612],"genre_scores_gemma":[0.04381099,0.005465159,0.008239734,0.06607768,0.007189114,0.002492182,0.208067,0.0009180317,0.6577402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.704277,"threshold_uncertainty_score":0.5880033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009444534973680198,"score_gpt":0.246043227726702,"score_spread":0.2365986927530218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}